Searching for the Ideal Recipe for Preparing Synthetic Data in the Multi-Object Detection Problem
Staniszewski M, Kempski A, Marczyk M, Socha M, Foszner P, Cebula M, Labus A, Cogiel M, Golba D. Searching for the Ideal Recipe for Preparing Synthetic Data in the Multi-Object Detection Problem. Applied Sciences 2025, 15: 354. DOI: 10.3390/app15010354.Peer-Reviewed Original ResearchSynthetic dataUtilization of synthetic dataSynthetic data generation methodAdvancement of deep learning methodsSynthetic data generation techniquesReal-world datasetsLevel of photorealismDeep learning methodsDetection methodData generation techniquesData generation methodEnhanced detection methodNetwork trainingClassification qualityDetection metricsDetection problemLearning methodsTraining datasetTraining processGeneration methodData quantityGeneration techniqueMulti-objectiveTraining methodsDataset
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